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Sharp Oracle Inequalities for Aggregation of Affine Estimators
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A Simplified Life Cycle Approach for Assessing Greenhouse Gas Emissions of Wi...
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F0 Declination in French : Broadcast News versus spontaneous speech.
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A family of regression methods derived from standard PLSR
[Departement_IRSTEA]Ecotechnologies [TR1_IRSTEA]INSPIRE -
Où s'arrête la régression fonctionnelle en biologie ?
Il s'agit ici de confronter l'extrême libéralité du discours biologique ordinaire en matière d'attributions fonctionnelles avec les théories philosophiques de la... -
Propagation of the variability of the human morphology on the Specific Absorp...
In this report, a study of the exposure to electromagnetic waves at the level of population is proposed. This study is conducted in the case of a plane wave oriented... -
A new adaptive response surface method for reliability analysis
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Spatial random forests for brain lesions segmentation in MRIs and model-based...
The large size of the datasets produced by medical imaging protocols contributes to the success of supervised discriminative methods for semantic labelling of images.... -
Regularized output kernel regression for protein-protein interaction predicti...
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Study of the effect and the role of Zostera noltii seagrass meadows on the bi...
The aim of this study was to improve our understanding of the influence of the Zostera noltii meadows of the Arcachon Bay, a seagrass meadow affected by a severe... -
Adaptive estimation with warped or incomplete data. Application to survival a...
This thesis presents various problems of adaptive functional estimation, using projection and kernel methods, and criterions inspired both by model selection and... -
Uncertainty and regulatory outcome in the Swedish electricity distribution se...
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Hybrid dynamical system Identification: geometry, sparsity, and nonlinearities
In automatic control, obtaining a model is always the cornerstone of the synthesis procedures such as controller design, fault detection or prediction... This thesis... -
Modélisation des distributions des paramètres dendrométriques d'une espèce li...
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Single dilution ELISAs using soluble piroplasm, cellular schizont and soluble...
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New basis functions for the representation of vapor pressure data
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Regression algorithm for emotion detection
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On statistical inference in time series analysis of the evolution of road safety
Data collected for building a road safety observatory usually include observations made sequentially through time. Examples of such data, called time series data,... -
Combinatorial optimization for variable selection in high dimensional regress...
Advances in high-throughput sequencing and genotyping technologies allow to measure large amounts of genomic information. The aim of this work is dedicated to the... -
Aggregation of estimators and classifiers : theory and methods
This thesis is devoted to the study of both theoretical and practical properties of various aggregation techniques. We first extend the PAC-Bayesian theory to the high...
